Discriminative vs Generative Quiz

Quiz covering Introduction to Generative AI

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

1. 1

   Which of the following best describes the primary goal of a discriminative model?

2. 2

   You are building a system to determine if an email is 'Spam' or 'Not Spam'. Which type of model are you building?

3. 3

   If you train a model to generate realistic images of handwritten digits (0-9), what is the model learning?

4. 4

   Which scenario best illustrates the use of a generative model rather than a discriminative one?

5. 5

   Consider a model that learns the joint probability P(X, Y) versus a model that learns the conditional probability P(Y|X). Which statement is true?